Fold 1 - Understanding why coefficient -1386563 was selected
Tag: INFANTS
Selected Coefficient: -1386563
Taxonomy Path: -4.4.62.3
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 3
The algorithm tries each unique residual value as a candidate coefficient and selects the one with the lowest total p-adic loss. The selected row is highlighted.
| Candidate Value | Total P-adic Loss | Taxonomy Path | P-adic Expansion | Taxonomy Name | Selected? |
|---|---|---|---|---|---|
| -1386563 | 2.000000 | -4.4.62.3 | -3.62.4.4 (-(3*71^3 + 62*71^2 + 4*71 + 4)) | Yes | |
| 31289785 | 2.000000 | 14.4.30.16.1 | 1.16.30.4.14 (25411681 + 16*71^3 + 30*71^2 + 4*71 + 14) | No | |
| 131775845 | 2.000000 | 58.57.12.13.5 | 5.13.12.57.58 (5*71^4 + 13*71^3 + 12*71^2 + 57*71 + 58) | No |
These are the training products that have the "INFANTS" tag (processing sequence 1464). The residual is the encoded taxonomy value minus all coefficients from previously processed tags.
| Product ID | Title | Residual Before | Taxonomy Before | Tags Already Processed | Residual After | Taxonomy After | Tags Not Yet Processed |
|---|---|---|---|---|---|---|---|
| 3165 | PATCH Body Strap Tape - ON SALE! | 131775845 | ORGANIC, KIDS, ALL AGES, BIO-DEGRADABLE, BIODEGRADABLE | 133162408 | INSECT BITES, PERSONAL CARE | ||
| 3181 | Ultimate Life Natural Vitamin E Cream | 31289785 | ACNE, ALL AGES, BEAUTY, CHILDREN, CRADLE CAP, ECZEMA, HORMONE BALANCE | 32676348 | NAPPY RASH | ||
| 3120 | Kiwiherb De-Stuff For Kids (Organic) | -1386563 | ORGANIC, KIDS | 0 | RESPIRATORY |